Deepfake Detection on CDF v2 (Accuracy (%))
83Accuracy (%)Full Precision
Evaluation results
| Method | Links | |
|---|---|---|
| Full PrecisionDetector=LSDA, Type=CVPR'242026.04 | 83 | |
| Full PrecisionDetector=Swin-Base, Type=Backbones2026.04 | 82.9 | |
| Full PrecisionDetector=ViT-Base, Type=Backbones2026.04 | 81.9 | |
| Full PrecisionDetector=NPR, Type=CVPR'242026.04 | 81.2 | |
| Full PrecisionDetector=Swin-Small, Type=Backbones2026.04 | 80.2 | |
| Full PrecisionDetector=ViT-Small, Type=Backbones2026.04 | 79.8 | |
| Full PrecisionDetector=DeiT-Base, Type=Backbones2026.04 | 77.8 | |
| Full PrecisionDetector=Wavelet, Type=WACV'252026.04 | 75.9 | |
| DeFakeQDetector=LSDA, Type=CVPR'242026.04 | 75.3 | |
| Full PrecisionDetector=UCF, Type=ICCV'232026.04 | 75.3 | |
| Full PrecisionDetector=DeiT-Small, Type=Backbones2026.04 | 74.8 | |
| DeFakeQDetector=ViT-Base, Type=Backbones2026.04 | 74.7 | |
| DeFakeQDetector=NPR, Type=CVPR'242026.04 | 74.2 | |
| DeFakeQDetector=ViT-Small, Type=Backbones2026.04 | 74 | |
| DeFakeQDetector=Swin-Base, Type=Backbones2026.04 | 73.7 | |
| Full PrecisionDetector=DeiT-Tiny, Type=Backbones2026.04 | 73.3 | |
| DeFakeQDetector=Swin-Small, Type=Backbones2026.04 | 72.2 | |
| DeFakeQDetector=Wavelet, Type=WACV'252026.04 | 70.9 | |
| DeFakeQDetector=DeiT-Base, Type=Backbones2026.04 | 69.3 | |
| DeFakeQDetector=UCF, Type=ICCV'232026.04 | 69.3 | |
| DeFakeQDetector=DeiT-Small, Type=Backbones2026.04 | 68 | |
| DeFakeQDetector=DeiT-Tiny, Type=Backbones2026.04 | 64.5 | |
| FIMA-QDetector=ViT-Base, Type=Backbones2026.04 | 56.3 | |
| FIMA-QDetector=Swin-Small, Type=Backbones2026.04 | 54.5 | |
| FIMA-QDetector=ViT-Small, Type=Backbones2026.04 | 52.2 | |
| FIMA-QDetector=LSDA, Type=CVPR'242026.04 | 52 | |
| FIMA-QDetector=Wavelet, Type=WACV'252026.04 | 50.6 | |
| FIMA-QDetector=DeiT-Small, Type=Backbones2026.04 | 50.5 | |
| AdalogDetector=DeiT-Small, Type=Backbones2026.04 | 50.1 | |
| FIMA-QDetector=Swin-Base, Type=Backbones2026.04 | 50.1 | |
| FIMA-QDetector=DeiT-Tiny, Type=Backbones2026.04 | 49.9 | |
| FIMA-QDetector=DeiT-Base, Type=Backbones2026.04 | 49.8 | |
| FIMA-QDetector=NPR, Type=CVPR'242026.04 | 49.7 | |
| AdalogDetector=LSDA, Type=CVPR'242026.04 | 49.2 | |
| AdalogDetector=NPR, Type=CVPR'242026.04 | 48.7 | |
| BRECQDetector=Wavelet, Type=WACV'252026.04 | 48.5 | |
| AdalogDetector=DeiT-Base, Type=Backbones2026.04 | 48.2 | |
| BRECQDetector=ViT-Base, Type=Backbones2026.04 | 48.2 | |
| BRECQDetector=Swin-Base, Type=Backbones2026.04 | 48 | |
| FIMA-QDetector=UCF, Type=ICCV'232026.04 | 47.9 | |
| AdalogDetector=DeiT-Tiny, Type=Backbones2026.04 | 47.6 | |
| AdalogDetector=ViT-Base, Type=Backbones2026.04 | 47.2 | |
| BRECQDetector=DeiT-Base, Type=Backbones2026.04 | 46.6 | |
| AdalogDetector=ViT-Small, Type=Backbones2026.04 | 46.6 | |
| BRECQDetector=LSDA, Type=CVPR'242026.04 | 46.6 | |
| BRECQDetector=NPR, Type=CVPR'242026.04 | 46.3 | |
| BRECQDetector=UCF, Type=ICCV'232026.04 | 46.1 | |
| BRECQDetector=Swin-Small, Type=Backbones2026.04 | 45.5 | |
| BRECQDetector=DeiT-Tiny, Type=Backbones2026.04 | 45.3 | |
| AdalogDetector=Swin-Base, Type=Backbones2026.04 | 45 | |
| BRECQDetector=ViT-Small, Type=Backbones2026.04 | 44.7 | |
| AdalogDetector=Swin-Small, Type=Backbones2026.04 | 43.9 | |
| AdalogDetector=Wavelet, Type=WACV'252026.04 | 43.6 | |
| BRECQDetector=DeiT-Small, Type=Backbones2026.04 | 42.1 | |
| AdalogDetector=UCF, Type=ICCV'232026.04 | 42.1 |